Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-25 0.161220 0.176782 0.193755 0.213744 0.236770 0.262620 0.294061
2025-06-01 0.132828 0.153528 0.177899 0.209119 0.248664 0.297953 0.365478
2025-06-08 0.116595 0.139853 0.168781 0.208248 0.262100 0.335277 0.446593
2025-06-15 0.106171 0.131077 0.163428 0.209896 0.277427 0.376483 0.542688
2025-06-22 0.094475 0.118940 0.151679 0.200437 0.274601 0.389809 0.598613
2025-06-29 0.085852 0.109875 0.142844 0.193504 0.273731 0.405034 0.661056
2025-07-06 0.079333 0.103017 0.136260 0.188807 0.275183 0.423731 0.735051
2025-07-13 0.076541 0.101082 0.136447 0.194264 0.293713 0.475703 0.894936
2025-07-20 0.074452 0.099918 0.137556 0.201156 0.315648 0.539104 1.109936
2025-07-27 0.072400 0.098593 0.138216 0.207260 0.337070 0.607039 1.375226
2025-08-03 0.070255 0.096930 0.138134 0.211987 0.356597 0.676398 1.692684
2025-08-10 0.067095 0.093465 0.134834 0.210567 0.363540 0.718594 1.955302
2025-08-17 0.062662 0.087829 0.127708 0.201723 0.354321 0.720215 2.079339
2025-08-24 0.059496 0.084041 0.123425 0.197815 0.355285 0.749349 2.347659
2025-08-31 0.057168 0.081451 0.120967 0.197092 0.363179 0.800155 2.775716
2025-09-07 0.055419 0.079683 0.119763 0.198637 0.376506 0.871628 3.421026
2025-09-14 0.052167 0.075277 0.113677 0.189883 0.364038 0.860169 3.562030
2025-09-21 0.049514 0.071743 0.108931 0.183457 0.356433 0.862855 3.815957
2025-09-28 0.047362 0.068948 0.105341 0.179099 0.353394 0.880360 4.221746
2025-10-05 0.046740 0.068683 0.106258 0.184162 0.375170 0.993136 5.728428
2025-10-12 0.046319 0.068727 0.107728 0.190551 0.401840 1.139154 8.294304
2025-10-19 0.045800 0.068572 0.108807 0.196203 0.427836 1.299668 12.371959
2025-10-26 0.045136 0.068122 0.109292 0.200577 0.451230 1.465975 18.856236